Markets · bedrock market · provisional
Cloud Native (Kubernetes, CNCF, FinOps)
Standards market (cncf landscape + membership, kcsp, certified kubernetes conformance, focus data generators). The Kin Score Market layer reads each provider in its market: who it integrates with, how deep those integrations go, and where the market publishes its own structure. Methodology.
138providers measured
83 (60.1%)declare their own
42 (30.4%)covered by others only
2 (1.4%)distribution only (sell through, not integrations)
11 (8.0%)undeclared
46declare compatibility (report only, not weighted)
0in-market workflows shown
Provisional. Provisional and unweighted: the Market layer is not part of the composite or agent readiness. Leader lists are read within a position, never as one ranking. A provider that declares nothing we can
read is shown as undeclared, with no number: we never infer integrations.
Where this market publishes its structure
- CNCF Cloud Native Landscape (cncf/landscape landscape.yml @3a7d378b18) machine-readable, 2,431 entries, 722 members, 259 CNCF projects; 562 providers linked
- Kubernetes Certified Service Provider (landscape.yml Special / KCSP) machine-readable, 195 KCSPs; 30 providers linked
- CNCF Certified Kubernetes conformance (cncf/k8s-conformance PRODUCT.yaml @85d26a419e) machine-readable, 1,579 submissions, 185 vendors, v1.37 newest; 41 providers linked
- FinOps Foundation FOCUS data generators (focus.finops.org/data-generators) machine-readable, 19 listed; 15 linked
- FOCUS tooling adopters (focus.finops.org/adoption/tooling) not machine-readable: client-rendered; no list in the HTML
- FinOps Foundation members (finops.org/members) and FinOps Landscape (finops.org/landscape) not machine-readable: members client-rendered; landscape behind a password wall
- FinOps Certified Platform register not machine-readable: finops.org/certifications/finops-certified-platform 404 (2026-10-15)
- CNCF Certified Kubernetes AI Platform (cncf/k8s-ai-conformance) not machine-readable: not read this pass; landscape subcategory read as a listing only
Own = declares at least one integration itself; covered = visible only because an aggregator, standards body, regulator or partner contract names it; distribution-only = listed only on cloud marketplaces it sells through, a channel reported beside, never counted as its own declared integrations; undeclared = nothing we can read, so no number; declares_compatibility = providers with a `compatible` shape vote, report only (kin, 2026-10-13): never counted as own, never in depth or position.
Taxonomy how this market maps onto apis.io
Derived 2026-10-23 from the 138 providers in this market we could resolve in the catalog. The percentage is the share of those providers carrying each one; it describes the market, not the tag or industry. Tag groups have no page of their own yet, so they are listed unlinked.
| Tags | Kubernetes 36%, Open Source 22%, Cloud-Native 22%, DevOps 21%, Microservices 20% |
|---|---|
| Tag groups | Kubernetes 48%, Developer Tools 32%, FinOps 22%, Microservices 22% |
| Industries | Developer Tools & DevOps 93% |
| Areas | Microservices 20%, FinOps 18%, Orchestration 15%, Observability 12%, Containers 12%, Testing 11% |
| Capabilities | Information Technology Management 33% |
share of resolved cohort carrying it; tags >=0.20 & >=3 members (max 12, junk dropped), tag_groups >=0.20 (cooccurrence, non-cross-cutting; max 8), industries >=0.20 (max 6), areas >=0.10 (max 6; areas are keyword-matched and sparse), capabilities L1 >=0.20 (max 8); derive-market-taxonomy.py
Leaders by position (provisional)
Provisional: grouped by position, depth compared within a position only. Distribution (cloud marketplaces) and iPaaS bridges are counted beside position, never inside it. Unknown-builder listings are left out of position shares and counted here.
gravity 5 · other companies invest to build on it
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Ansible | 53.7 | 114 | 108 / 6 | 0 | 0 | 0 | partner-built 95%, standard 3%, builds-on-platform 3% |
| Digital Ocean | 53.3 | 58 | 42 / 16 | 0 | 0 | 3 | partner-built 72%, ipaas-bridge 5%, standard 12%, covered 2%, builds-on-platform 9% |
| Backstage | 51.9 | 85 | 46 / 39 | 0 | 2 | 0 | partner-built 53%, standard 2%, coverage 41%, builds-on-platform 1%, distribution 2% |
| Pulumi | 51.8 | 93 | 82 / 11 | 0 | 1 | 1 | partner-built 88%, ipaas-bridge 1%, standard 3%, builds-on-platform 6%, distribution 1% |
| Terraform | 51.8 | 391 | 390 / 1 | 0 | 0 | 1 | partner-built 100% |
builds-on 37 · publishes apps on other platforms' stores
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| UiPath | 55.2 | 15 | 0 / 15 | 0 | 3 | 1 | ipaas-bridge 6%, contract 12%, standard 25%, builds-on-platform 38%, distribution 19% |
| Humanitec | 54.1 | 4 | 0 / 4 | 0 | 0 | 0 | standard 25%, builds-on-platform 75% |
| BrowserStack | 52.7 | 18 | 0 / 18 | 0 | 3 | 2 | ipaas-bridge 11%, standard 22%, builds-on-platform 50%, distribution 17% |
| Workato | 52.4 | 14 | 0 / 14 | 0 | 1 | 0 | standard 14%, builds-on-platform 79%, distribution 7% |
| Apollo GraphQL | 51.8 | 12 | 0 / 12 | 0 | 2 | 0 | standard 33%, builds-on-platform 50%, distribution 17% |
| IBM Cloud Kubernetes | 51.8 | 5 | 0 / 5 | 0 | 0 | 0 | standard 20%, builds-on-platform 80% |
| Chaos Mesh | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 33%, builds-on-platform 67% |
| Encore | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 33%, builds-on-platform 67% |
| Hatchet | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 33%, builds-on-platform 67% |
| Inngest | 51.7 | 7 | 0 / 7 | 0 | 0 | 0 | standard 29%, builds-on-platform 71% |
| nOps | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 33%, builds-on-platform 67% |
| Sedai | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 33%, builds-on-platform 67% |
| Tray.ai | 50.8 | 4 | 0 / 4 | 0 | 1 | 0 | standard 25%, builds-on-platform 50%, distribution 25% |
| Linode | 50.1 | 13 | 0 / 13 | 0 | 4 | 0 | standard 31%, builds-on-platform 38%, distribution 31% |
| Infracost | 49.4 | 10 | 0 / 10 | 0 | 1 | 0 | standard 20%, builds-on-platform 70%, distribution 10% |
| Kestra | 48.9 | 8 | 0 / 8 | 0 | 1 | 0 | standard 25%, builds-on-platform 62%, distribution 12% |
| Prefect | 48.9 | 8 | 0 / 8 | 0 | 1 | 0 | standard 25%, builds-on-platform 62%, distribution 12% |
| Komodor | 48.5 | 7 | 0 / 7 | 0 | 1 | 0 | standard 14%, builds-on-platform 71%, distribution 14% |
| Stack Moxie | 47.6 | 4 | 0 / 4 | 0 | 1 | 0 | standard 25%, builds-on-platform 50%, distribution 25% |
| Spacelift | 46.6 | 9 | 0 / 9 | 0 | 2 | 0 | standard 22%, builds-on-platform 56%, distribution 22% |
| CloudZero | 46.0 | 4 | 0 / 4 | 0 | 1 | 0 | standard 25%, builds-on-platform 50%, distribution 25% |
| Finout | 46.0 | 4 | 0 / 4 | 0 | 1 | 0 | standard 25%, builds-on-platform 50%, distribution 25% |
| Plakar | 46.0 | 4 | 0 / 4 | 0 | 1 | 0 | standard 25%, builds-on-platform 50%, distribution 25% |
| DoiT | 44.6 | 10 | 0 / 10 | 0 | 2 | 1 | ipaas-bridge 10%, standard 20%, builds-on-platform 50%, distribution 20% |
| Carvel | 42.5 | 5 | 0 / 5 | 0 | 2 | 0 | standard 20%, builds-on-platform 40%, distribution 40% |
| Jetify | 42.5 | 5 | 0 / 5 | 0 | 2 | 0 | standard 20%, builds-on-platform 40%, distribution 40% |
| CAST AI | 42.2 | 9 | 0 / 9 | 0 | 2 | 1 | ipaas-bridge 11%, standard 11%, builds-on-platform 56%, distribution 22% |
| Vantage | 42.1 | 7 | 0 / 7 | 0 | 1 | 1 | ipaas-bridge 14%, standard 14%, builds-on-platform 57%, distribution 14% |
| Laravel | 41.9 | 7 | 0 / 7 | 0 | 2 | 0 | covered 14%, builds-on-platform 57%, distribution 29% |
| Rundeck | 40.5 | 6 | 0 / 6 | 0 | 1 | 1 | ipaas-bridge 17%, standard 17%, builds-on-platform 50%, distribution 17% |
| Keploy | 40.2 | 6 | 0 / 6 | 0 | 3 | 0 | standard 17%, builds-on-platform 33%, distribution 50% |
| Svix | 40.2 | 15 | 0 / 15 | 0 | 9 | 2 | ipaas-bridge 12%, standard 12%, builds-on-platform 19%, distribution 56% |
| Koyeb | 39.0 | 9 | 0 / 9 | 0 | 4 | 0 | standard 11%, covered 11%, builds-on-platform 33%, distribution 44% |
| Common Room | 38.9 | 7 | 0 / 7 | 0 | 3 | 1 | ipaas-bridge 12%, standard 12%, covered 12%, builds-on-platform 25%, distribution 38% |
| Tricentis | 38.3 | 5 | 0 / 5 | 0 | 1 | 1 | ipaas-bridge 20%, builds-on-platform 60%, distribution 20% |
| Env0 | 38.0 | 5 | 0 / 5 | 0 | 4 | 0 | builds-on-platform 33%, distribution 67% |
| Cloudability | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
covered 2 · reached mainly through aggregators
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Red Hat | 57.9 | 156 | 0 / 156 | 0 | 1 | 0 | contract 1%, standard 8%, covered 82%, builds-on-platform 8%, distribution 1% |
| NVIDIA NIM | 46.2 | 8 | 0 / 8 | 1 | 0 | 0 | standard 12%, covered 75%, unknown 12% |
standard 75 · listed by a voluntary standard's own directory
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Envoy | 58.8 | 3 | 0 / 3 | 0 | 0 | 0 | standard 100% |
| Apptio | 58.2 | 5 | 0 / 5 | 0 | 0 | 0 | contract 40%, standard 60% |
| Haystack / deepset | 58.1 | 3 | 0 / 3 | 0 | 0 | 0 | standard 100% |
| K3s | 58.1 | 4 | 0 / 4 | 0 | 0 | 0 | standard 75%, builds-on-platform 25% |
| Platform9 | 58.1 | 4 | 0 / 4 | 0 | 0 | 0 | standard 100% |
| Rook | 58.1 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| Telepresence | 58.1 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| Jaeger | 56.3 | 5 | 0 / 5 | 0 | 0 | 0 | standard 80%, builds-on-platform 20% |
| PerfectScale | 54.9 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| OVH Cloud | 54.3 | 13 | 0 / 13 | 0 | 2 | 0 | standard 46%, covered 15%, builds-on-platform 23%, distribution 15% |
| Minimus | 53.9 | 3 | 0 / 3 | 0 | 0 | 0 | standard 100% |
| SUSE | 53.7 | 11 | 0 / 11 | 0 | 6 | 0 | standard 40%, builds-on-platform 20%, distribution 40% |
| Gcore | 52.8 | 6 | 0 / 6 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| gRPC | 52.4 | 3 | 0 / 3 | 0 | 0 | 0 | standard 100% |
| Mirantis | 52.1 | 7 | 0 / 7 | 0 | 1 | 0 | standard 71%, builds-on-platform 14%, distribution 14% |
| Mia-Platform | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| Promptfoo | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| Puppet | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | standard 75%, builds-on-platform 25% |
| Werf | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| Kubernetes | 51.5 | 8 | 0 / 8 | 0 | 1 | 0 | standard 88%, distribution 12% |
| Linkerd | 51.5 | 5 | 0 / 5 | 0 | 1 | 0 | standard 60%, builds-on-platform 20%, distribution 20% |
| Kuma | 51.4 | 6 | 0 / 6 | 0 | 1 | 0 | standard 67%, builds-on-platform 17%, distribution 17% |
| Flux CD | 51.2 | 7 | 0 / 7 | 0 | 1 | 0 | standard 57%, builds-on-platform 29%, distribution 14% |
| Helm | 51.1 | 6 | 0 / 6 | 0 | 1 | 0 | standard 67%, builds-on-platform 17%, distribution 17% |
| Crossplane | 50.8 | 4 | 0 / 4 | 0 | 1 | 0 | standard 75%, distribution 25% |
| Spectro Cloud | 50.7 | 10 | 0 / 10 | 0 | 2 | 0 | standard 50%, builds-on-platform 30%, distribution 20% |
| Istio | 50.3 | 8 | 0 / 8 | 0 | 2 | 0 | standard 62%, builds-on-platform 12%, distribution 25% |
| Docker | 49.6 | 14 | 0 / 14 | 0 | 5 | 0 | standard 36%, builds-on-platform 29%, distribution 36% |
| Dapr | 47.6 | 6 | 0 / 6 | 0 | 2 | 0 | standard 50%, builds-on-platform 17%, distribution 33% |
| StormForge | 47.3 | 3 | 0 / 3 | 0 | 1 | 0 | standard 67%, distribution 33% |
| Union.ai | 47.1 | 5 | 0 / 5 | 0 | 1 | 0 | standard 40%, builds-on-platform 40%, distribution 20% |
| BentoML | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | standard 67%, distribution 33% |
| Kubeshop | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | standard 67%, distribution 33% |
| Spring Framework | 44.1 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, covered 33% |
| Qumulo | 43.7 | 8 | 0 / 8 | 0 | 3 | 0 | standard 38%, builds-on-platform 25%, distribution 38% |
| Lumigo | 42.7 | 10 | 0 / 10 | 0 | 4 | 0 | standard 30%, builds-on-platform 30%, distribution 40% |
| Talend | 42.7 | 6 | 0 / 6 | 0 | 1 | 1 | ipaas-bridge 17%, contract 17%, standard 33%, builds-on-platform 17%, distribution 17% |
| ScaleOps | 42.6 | 4 | 0 / 4 | 0 | 2 | 0 | standard 50%, distribution 50% |
| Kubeflow Pipelines | 40.9 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 100% |
| Spin | 40.9 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 100% |
| Canonical | 40.8 | 8 | 0 / 8 | 0 | 4 | 0 | standard 50%, distribution 50% |
| K6 | 40.7 | 4 | 0 / 4 | 0 | 0 | 1 | ipaas-bridge 25%, standard 50%, builds-on-platform 25% |
| Quarkus | 40.7 | 4 | 0 / 4 | 0 | 1 | 0 | standard 50%, covered 25%, distribution 25% |
| Densify | 39.9 | 5 | 0 / 5 | 0 | 3 | 0 | standard 40%, distribution 60% |
| CloudChipr | 38.0 | 5 | 0 / 5 | 0 | 3 | 0 | standard 20%, builds-on-platform 20%, distribution 60% |
| Kubecost | 37.7 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 100% |
| Devtron | 36.4 | 3 | 0 / 3 | 0 | 2 | 0 | standard 33%, distribution 67% |
| Diagrid | 36.4 | 3 | 0 / 3 | 0 | 2 | 0 | standard 33%, distribution 67% |
| Microcks | 35.9 | 18 | 0 / 18 | 0 | 1 | 0 | standard 57%, builds-on-platform 29%, distribution 14% |
| MockServer | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Nitric | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| OpenCost | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| TeamCity | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 100% |
| Bonitasoft | 33.2 thin | 2 | 0 / 2 | 0 | 1 | 0 | standard 50%, distribution 50% |
| Selenium | 32.9 | 6 | 0 / 6 | 0 | 3 | 1 | ipaas-bridge 17%, standard 33%, distribution 50% |
| Amnic | 26.8 thin | 2 | 0 / 2 | 0 | 2 | 0 | standard 33%, distribution 67% |
| Spot by NetApp | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | standard 50%, distribution 50% |
| Upbound | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | standard 50%, distribution 50% |
| Akka | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Alibaba Sentinel | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Amazon EKS | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Apollo Config | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| AWS App Mesh | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Choreo | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| CNCF | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Grafana Tempo | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Kratos | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| LangGraph | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Azure Pipelines | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Nacos | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Open Service Mesh | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| OpenKruise | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Service Fabric | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Zipkin | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | standard 100% |
| Speakeasy | 15.2 | 15 | 0 / 15 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
mixed 6 · no single mode dominates
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| HashiCorp | 56.3 | 13 | 0 / 13 | 0 | 0 | 0 | contract 8%, standard 46%, builds-on-platform 46% |
| Cohesity | 54.9 | 19 | 0 / 19 | 0 | 8 | 0 | contract 4%, standard 30%, builds-on-platform 30%, distribution 35% |
| Vultr | 53.7 | 14 | 0 / 14 | 0 | 3 | 0 | standard 36%, covered 7%, builds-on-platform 36%, distribution 21% |
| Rancher | 44.8 | 11 | 0 / 11 | 0 | 4 | 0 | standard 33%, builds-on-platform 33%, distribution 33% |
| Mendix | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | standard 33%, builds-on-platform 33%, distribution 33% |
| Signadot | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | standard 33%, builds-on-platform 33%, distribution 33% |
distribution 2 · only sells through cloud marketplaces
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Routebase | 19.2 thin | 2 | 0 / 2 | 0 | 2 | 0 | distribution 100% |
| Apigee | 9.6 thin | 1 | 0 / 1 | 0 | 1 | 0 | distribution 100% |
undeclared 11 · declares nothing we can read: no number
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Anysphere Cursor.com | undeclared | - | - | - | - | - | |
| Argo CD | undeclared | - | - | - | - | - | |
| CloudHealth | undeclared | - | - | - | - | - | |
| Databricks Asset Bundles | undeclared | - | - | - | - | - | |
| Datadog APM | undeclared | - | - | - | - | - | |
| FinOps Foundation | undeclared | - | - | - | - | - | |
| Google Kubernetes Engine | undeclared | - | - | - | - | - | |
| Harness Cloud Cost Management | undeclared | - | - | - | - | - | |
| Azure Cost Management | undeclared | - | - | - | - | - | |
| Azure Data Factory | undeclared | - | - | - | - | - | |
| Azure Kubernetes Service | undeclared | - | - | - | - | - |
Shape adoption report only — not weighted
Report only, not weighted (Kin, 2026-10-13): `compatible` edges are shape votes (the provider re-serves the anchor's contract). They are shown here and as 'declares compatibility' on a provider, and are excluded from depth, position and the own/covered declaration until they hold across four weekly snapshots.
Pattern: register. Shape gravity (counted by company, one edge per provider, the best evidence kept): 43. Convergence in the cohort: 13 of 136 (9.6%) — cohort members (minus the anchor's family, mediators and rival shapes) with at least one compatible edge to the shape, read from evidence.
kubernetes-api anchor Kubernetes · 43 adopters, 44 declared by the provider
By degree: . By evidence: conformance-register 44.
- In the cohort, declaring nothing we can read: Tray.ai, Datadog APM, Svix, Anysphere Cursor.com, Apigee, Azure Data Factory, Cohesity, Laravel, Densify, Azure Cost Management, DoiT, Tricentis, NVIDIA NIM, Workato, BrowserStack, Common Room, UiPath, Databricks Asset Bundles, Bonitasoft, Speakeasy, Env0, Stack Moxie, Routebase, Talend, Mendix, FinOps Foundation, SUSE, Amazon EKS, Google Kubernetes Engine, Azure Kubernetes Service, IBM Cloud Kubernetes, Canonical, Helm, Argo CD, Envoy, Linkerd, Crossplane, Upbound, HashiCorp, Terraform, Backstage, Humanitec, Komodor, Kubecost, Vantage, Cloudability, Apptio, CloudHealth, Harness Cloud Cost Management, Akka, Alibaba Sentinel, Amnic, Ansible, Apollo Config, Apollo GraphQL, AWS App Mesh, BentoML, Carvel, CAST AI, Chaos Mesh, Choreo, CloudChipr, CloudZero, Dapr, Devtron, Diagrid, Docker, Encore, Finout, Flux CD, Grafana Tempo, gRPC, Hatchet, Haystack / deepset, Infracost, Inngest, Istio, Jaeger, Jetify, K6, Keploy, Kestra, Koyeb, Kratos, Kubeflow Pipelines, Kubeshop, Kuma, LangGraph, Lumigo, Microcks, Azure Pipelines, Minimus, MockServer, Nacos, Nitric, nOps, Open Service Mesh, OpenCost, OpenKruise, PerfectScale, Plakar, Prefect, Promptfoo, Pulumi, Quarkus, Qumulo, Rook, Rundeck, ScaleOps, Sedai, Selenium, Service Fabric, Signadot, Spacelift, Spin, Spot by NetApp, Spring Framework, StormForge, TeamCity, Telepresence, Union.ai, Werf, Zipkin
- Evidence ladder: conformance-register > own-docs > own-contract > own-blog > ae-structural. Degrees: full | declared-subset | declared-unqualified | interoperable-subset | same-vocabulary-own-path.
Snapshot timeline 1 weekly snapshot(s); nothing is weighted until it holds across four
| Date | Providers | Declared by the provider | Per shape (gravity / declared) |
|---|---|---|---|
| 2026-10-17 | 41 | 41 | kubernetes-api 41 / 41 |
Generated 2026-10-24 from API Evangelist's own files; nothing on this page is a model's judgement. Provisional and unweighted; not part of the Kin Score composite or agent readiness. Read the Market layer methodology. Disagree with an edge? Every edge cites its evidence and can be corrected through the normal correction path.